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Download Foundations of Deep Learning by ['Nelson Ubaldo Quispe M'] in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About Foundations of Deep Learning
The document provides definitions and explanations of key concepts in deep learning including representation learning, deep learning, traditional vs representation learning pipelines, multilayer perceptrons, activation functions, forward propagation, optimization using gradient descent, empirical risk minimization, stochastic gradient descent, loss functions, and computing gradients using backpropagation. It explains how deep learning models learn representations from raw data in an end-to-end manner through multiple levels of nonlinear transformations.
Detailed Information
| Author: | ['Nelson Ubaldo Quispe M'] |
|---|---|
| Publication Year: | 2019 |
| Pages: | 30 |
| Language: | English |
| Format: | |
| Price: | FREE |
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